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Awesome AI Apps

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This repository is a comprehensive collection of 129 practical projects, tutorials, and recipes for building powerful LLM-powered applications, including text agents, voice assistants, RAG apps, and MCP-backed tools. These projects serve as a guide for developers working with various AI frameworks and stacks.

📋 Table of Contents

• 🚀 Featured AI Apps
  • 🧩 Starter Agents
  • 🪶 Simple Agents
  • 🎙️ Voice Agents
  • 🗂️ MCP Agents
  • 🧠 Memory Agents
  • 📚 RAG Applications
  • 🔬 Advanced Agents
  • 🧬 Fine-Tuning
• 📺 Tutorials & Videos
• 🚀 Getting Started
• 🤝 Contributing

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💎 Sponsors

<p align="center"> A huge thank you to our sponsors for their generous support! </p> <table align="center" cellpadding="10" style="width:100%; border-collapse:collapse;"> <tr align="center"> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/brightdata" target="_blank" title="Visit Bright Data"> <img src="https://mintlify.s3.us-west-1.amazonaws.com/brightdata/logo/light.svg" height="35" style="max-width:180px;" alt="Bright Data - Web Data Platform"> </a> <br> _{<span style="white-space:nowrap;">Web Data Platform</span> <br> <a href="https://dub.sh/brightdata" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Bright Data website"> </a>} </td> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/nebius" target="_blank" title="Visit Nebius Token Factory"> <img src="./assets/nebius.png" height="36" style="max-width:180px;" alt="Nebius Token Factory"> </a> <br> _{<span style="white-space:nowrap;">AI Inference Provider</span> <br> <a href="https://dub.sh/nebius" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Nebius Token Factory"> </a>} </td> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/scrapegraphai" target="_blank" title="Visit ScrapeGraphAI on GitHub"> <img src="https://raw.githubusercontent.com/ScrapeGraphAI/ScrapeGraph-AI/main/docs/assets/scrapegraphai_logo.png" height="44" style="max-width:180px;" alt="ScrapeGraphAI - Web Scraping Library"> </a> <br> _{<span style="white-space:nowrap;">AI Web Scraping framework</span> <br> <a href="https://dub.sh/scrapegraphai" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="View ScrapeGraphAI on GitHub"> </a>} </td> </tr> <tr align="center"> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/memorilabs" target="_blank" title="Visit Memorilabs"> <img src="assets/memori.png" height="36" style="max-width:180px;" alt="Memori - SQL Native Memory for AI"> </a> <br> _{<span style="white-space:nowrap;">SQL Native Memory for AI</span> <br> <a href="https://dub.sh/memorilabs" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Memorilabs website"> </a>} </td> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/copilotkit" target="_blank" title="Visit CopilotKit"> <img src="assets/copilot-kit-logo.svg" height="36" style="max-width:180px;" alt="CopilotKit - Agentic Application Platform"> </a> <br> _{<span style="white-space:nowrap;">Agentic Application Platform</span> <br> <a href="https://dub.sh/copilotkit" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit CopilotKit website"> </a>} </td> <td width="300" valign="middle" align="center"> <a href="https://dub.sh/scalekitt" target="_blank" title="Visit ScaleKit"> <img src="assets/scalekit.svg" height="36" style="max-width:180px;" alt="ScaleKit - Auth Stack for AI"> </a> <br> _{<span style="white-space:nowrap;">Auth Stack for AI</span> <br> <a href="https://dub.sh/scalekitt" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit ScaleKit website"> </a>} </td> </tr> <tr align="center"> <td width="200" valign="middle" align="center"> <a href="https://okahu.ai" target="_blank" title="Visit Okahu"> <img src="assets/okahu.png" height="36" style="max-width:180px;" alt="Okahu - AI Platform"> </a> <br> _{<span style="white-space:nowrap;">AI Observability Platform</span> <br> <a href="https://okahu.ai" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit Okahu website"> </a>} </td> <td width="200" valign="middle" align="center"> <a href="https://dub.sh/agentfield" target="_blank" title="Visit AgentField"> <img src="assets/agentfield.png" height="40" style="max-width:180px;" alt="AgentField - Kubernetes for AI Agents"> </a> <br> _{<span style="white-space:nowrap;">Kubernetes for AI Agents</span> <br> <a href="https://dub.sh/agentfield" target="_blank"> <img src="https://img.shields.io/badge/Visit%20Site-blue?style=flat-square" alt="Visit AgentField website"> </a>} </td> </tr> </table>

💎 Become a Sponsor

<p align="center"> Interested in sponsoring this project? Feel free to reach out! <br/> <a href="mailto:contact@studio1hq.com"> <img src="https://img.shields.io/badge/Email-D14836?style=for-the-badge&logo=gmail&logoColor=white" alt="Email"> </a> </p> </div>

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🚀 Featured AI Apps

🧩 Starter Agents

Quick-start agents for learning and extending different AI frameworks. 20 projects

• AutoGen Tool-Calling Starter: Microsoft AutoGen AssistantAgent with a custom tool, powered by Nebius Token Factory
• AWS Strands Agent Starter: Weather report agent using AWS Strands SDK
• CAMEL AI Model Benchmark: Performance benchmarking tool comparing various AI models
• CrewAI Research Crew: Multi-agent research team example
• Docker cagent Multi-Agent Starter: Open-source customizable multi-agent runtime by Docker
• DSPy Optimization Starter: DSPy framework for building and optimizing AI systems
• Google Agent Development Kit Starter: Google Agent Development Kit starter template
• Hacker News Trend Analyst (Agno): Agno-based agent for trend analysis on Hacker News
• Hugging Face smolagents Starter: Hugging Face smolagents code-first web-search agent
• KAOS Kubernetes Multi-Agent Starter: Kubernetes-native multi-agent system with MCP tools and in-cluster LLM
• LangChain Tool-Calling Starter: LangChain tool-calling agent with create_tool_calling_agent + AgentExecutor, powered by Nebius
• LangGraph ReAct Agent Starter: LangGraph prebuilt ReAct agent (create_react_agent) with custom tools, powered by Nebius
• Letta Stateful Memory Agent: Stateful agent with persistent long-term memory across sessions
• LlamaIndex Task Manager: LlamaIndex-powered task assistant
• Mastra Tool-Calling Starter: TypeScript-first agent with a custom tool powered by Nebius Token Factory
• Microsoft Agent Framework Starter: Multi-agent travel planning demos built on Microsoft Agent Framework
• OpenAI Agents SDK Starter: OpenAI Agents SDK with email helper and haiku writer examples
• PydanticAI Weather Bot: Real-time weather information agent
• Sayna Realtime Voice Agent: Real-time voice infrastructure with multi-provider STT/TTS (Deepgram, ElevenLabs, Azure, Google) and WebSocket streaming
• Semantic Kernel Starter: Microsoft Semantic Kernel ChatCompletionAgent with plugin-based tool calling

🪶 Simple Agents

Straightforward, practical use-cases for everyday AI applications. 18 projects

• Agno Agent Examples: Simple to multi-agent examples with web search and a knowledge base
• Agno Agent UI: Interactive UI for web and finance agents
• AI Agent Registry Explorer: Find and compare AI agents across NANDA, MCP, Virtuals, A2A, and ERC-8004 registries
• Calendar Assistant: Calendar scheduling integration with Cal.com
• Cost-Aware Model Router (RouteLLM): Intelligent model routing with RouteLLM (GPT-4o-mini vs Nebius Llama) for cost optimization
• Email-to-Calendar Assistant: AI-powered Gmail reader and Google Calendar manager
• Financial Reasoning Agent: Step-by-step financial reasoning demonstration
• Human-in-the-Loop Agent: HITL actions for safe AI task execution
• LangChain Operations Agent Collection: Nebius-powered incident response, support, vendor risk, and data quality agents with typed outputs and guarded tools
• Mastra Weather Bot: Weather updates using Mastra AI framework
• Natural-Language Database Assistant: Natural language database queries with GibsonAI and LangChain
• Natural-Language SQL Agent (LangChain): Natural-language-to-SQL data agent with LangGraph, Nebius, read-only SQL safety, and Streamlit charts
• Nebius Chat: Chat interface for Nebius Token Factory
• Newsletter Generator: AI-powered newsletter builder with Firecrawl integration
• Stock Market Finance Agent: Real-time stock and market data tracking agent
• Stock Portfolio Analyst: Live portfolio valuation, concentration analysis, risk flags, and rebalancing ideas with Agno
• VoyageCompass Travel Planner: LangChain and Nebius travel planner with weather, research, currency conversion, budgets, and packing tools
• Web Automation Agent: Browser automation agent using Nebius and browser-use

🎙️ Voice A